{"id":"W4392108222","doi":"10.15173/m.v1i30.1878","title":"Abstracts","year":2018,"lang":"ar","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009525569,0.001435773,0.0006800636,0.002407016,0.002095483,0.004148997,0.001510352,0.002089259,0.8342729],"category_scores_gemma":[0.004175792,0.000356318,0.001114588,0.0009085966,0.0005090219,0.001405433,0.002355676,0.00180184,0.6783517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001744895,"about_ca_system_score_gemma":0.002756879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003220016,"about_ca_topic_score_gemma":0.007300794,"domain_scores_codex":[0.9991015,0.00009032095,0.0000462674,0.0001119384,0.0005093461,0.0001406011],"domain_scores_gemma":[0.9974883,0.0001721317,0.0000803494,0.0001518543,0.001211528,0.0008957518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005236883,0.00002647977,0.0000699027,0.0001026209,0.000003017978,0.00006373891,0.0000140688,0.00001315231,0.0002734312,0.0007658199,0.9611147,0.03750065],"study_design_scores_gemma":[0.00001677157,0.00002308477,0.0003975638,0.0001091544,0.000005292409,0.0001083739,0.00003266935,0.0000166745,0.0001960068,0.0005608409,0.9985284,0.000005182823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001063011,0.006613154,0.00116401,0.01005452,0.05047887,0.0004117526,0.006490095,0.001193835,0.9225307],"genre_scores_gemma":[0.00184425,0.001371684,0.0002445565,0.00135075,0.004684602,0.00007233433,0.001730808,0.0001849276,0.9885161],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1657271,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02864952286970415,"score_gpt":0.3106005229275854,"score_spread":0.2819510000578813,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}